{"id":"W2807721810","doi":"10.1111/ajt.14966","title":"Improved keratinocyte carcinoma outcomes with annual dermatology assessment after solid organ transplantation: Population-based cohort study","year":2018,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; Women's College Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Canadian Dermatology Foundation","keywords":"Medicine; Skin cancer; Transplantation; Population; Hazard ratio; Cohort; Retrospective cohort study; Quartile; Organ transplantation; Cancer; Internal medicine; Dermatology; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002205675,0.000260844,0.0007642873,0.0002598753,0.0001456186,0.00002361605,0.0001002612,0.00003916011,0.00006708143],"category_scores_gemma":[0.00000788064,0.0001924764,0.0001048669,0.0002893062,0.0002281591,0.0002153726,0.000003865314,0.0002283519,0.000002815466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158682,"about_ca_system_score_gemma":0.0003221112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003912785,"about_ca_topic_score_gemma":0.000798973,"domain_scores_codex":[0.9980449,0.0001731744,0.0007074995,0.0002618085,0.0005291321,0.0002834708],"domain_scores_gemma":[0.9984313,0.0001462783,0.0005515622,0.0001941859,0.0005366685,0.0001400175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003989698,0.0002603061,0.9892358,0.00008170427,0.0005097307,0.0008775196,0.003528173,0.00002592577,0.0001738818,0.000002397315,0.000009073628,0.001305796],"study_design_scores_gemma":[0.005343294,0.005883932,0.9821997,0.00009751702,0.001466762,0.001874046,0.001377931,0.00013929,0.001406941,0.000002605938,0.000005919643,0.0002020676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805063,0.00002598394,0.0176598,0.0008164214,0.0002047645,0.0006248328,0.00005870271,0.00002161273,0.00008158953],"genre_scores_gemma":[0.9892368,0.00003201748,0.009908729,0.0004837763,0.0001837849,0.0000518186,0.0000551509,0.00003596309,0.00001201604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008730449,"threshold_uncertainty_score":0.784896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005743935854137209,"score_gpt":0.2931729508256586,"score_spread":0.2874290149715214,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}